Tool-Use on skulldchttps://skulldc.net/tags/tool-use/Recent content in Tool-Use on skulldcHugoen-usFri, 06 Nov 2026 10:26:06 +0000DPDM routes agent decisions through one frozen conditional predictor instead of promptinghttps://skulldc.net/2026/11/dpdm-routes-agent-decisions-through-one-frozen-conditional-predictor-i/Fri, 06 Nov 2026 10:26:06 +0000https://skulldc.net/2026/11/dpdm-routes-agent-decisions-through-one-frozen-conditional-predictor-i/A paper proposes DPDM, which pairs a language model encoder with a frozen pretrained predictor so agents learn from deployment history without any weight updates.ToolSpace builds agent training environments from real MCP tool traceshttps://skulldc.net/2026/11/toolspace-builds-agent-training-environments-from-real-mcp-tool-traces/Wed, 04 Nov 2026 10:27:47 +0000https://skulldc.net/2026/11/toolspace-builds-agent-training-environments-from-real-mcp-tool-traces/ToolSpace mines tool dependencies from real MCP execution traces, turns them into environments and checked tasks, and reports large gains for open models on long-horizon tool use.